Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.158528 0.173718 0.190270 0.209743 0.232151 0.257279 0.287802
2025-06-01 0.130663 0.150873 0.174633 0.205019 0.243434 0.291211 0.356500
2025-06-08 0.114775 0.137501 0.165716 0.204129 0.256408 0.327234 0.434570
2025-06-15 0.104569 0.128920 0.160484 0.205710 0.271230 0.366970 0.526805
2025-06-22 0.093113 0.117054 0.149021 0.196501 0.268473 0.379787 0.580330
2025-06-29 0.084660 0.108185 0.140396 0.189749 0.267616 0.394433 0.639995
2025-07-06 0.078266 0.101473 0.133968 0.185177 0.269016 0.412426 0.710595
2025-07-13 0.075523 0.099572 0.134140 0.190468 0.286924 0.462345 0.862578
2025-07-20 0.073470 0.098428 0.135216 0.197157 0.308114 0.523140 1.066089
2025-07-27 0.071454 0.097129 0.135856 0.203083 0.328795 0.588156 1.315985
2025-08-03 0.069351 0.095504 0.135782 0.207685 0.347660 0.654474 1.613698
2025-08-10 0.066220 0.092066 0.132486 0.206167 0.354063 0.693970 1.855669
2025-08-17 0.061860 0.086535 0.125511 0.197537 0.345079 0.695234 1.969548
2025-08-24 0.058753 0.082827 0.121334 0.193745 0.346010 0.722940 2.217592
2025-08-31 0.056468 0.080293 0.118939 0.193052 0.353629 0.771243 2.611646
2025-09-07 0.054748 0.078559 0.117761 0.194543 0.366437 0.838953 3.200964
2025-09-14 0.051551 0.074238 0.111812 0.186032 0.354408 0.827996 3.328497
2025-09-21 0.048941 0.070771 0.107172 0.179781 0.347061 0.830453 3.558211
2025-09-28 0.046825 0.068030 0.103663 0.175542 0.344124 0.846988 3.924695
2025-10-05 0.046211 0.067766 0.104553 0.180447 0.365041 0.953448 5.272652
2025-10-12 0.045795 0.067808 0.105985 0.186642 0.390654 1.090929 7.531297
2025-10-19 0.045285 0.067654 0.107037 0.192125 0.415600 1.241582 11.044724
2025-10-26 0.044633 0.067216 0.107515 0.196378 0.438069 1.397369 16.490904